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Forrest M. Hoffman
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2020 – today
- 2024
- [i1]Lukasz Lacinski, Lee Liming, Steven Turoscy, Cameron Harr, Kyle Chard, Eli Dart, Paul Durack, Sasha Ames, Forrest M. Hoffman, Ian T. Foster:
Automated, Reliable, and Efficient Continental-Scale Replication of 7.3 Petabytes of Climate Simulation Data: A Case Study. CoRR abs/2404.19717 (2024) - 2022
- [c21]Bharat Sharma
, Jitendra Kumar
Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes. ICDM (Workshops) 2022: 1136-1143 - 2020
- [j9]Umakant Mishra, Sagar Gautam, William J. Riley, Forrest M. Hoffman
Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region. Frontiers Big Data 3: 528441 (2020) - [c20]David J. Durden
Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and Analysis of Biosphere-Atmosphere Interactions. SMC 2020: 204-225
2010 – 2019
- 2019
- [j8]Zachary L. Langford, Jitendra Kumar
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks. Remote. Sens. 11(1): 69 (2019) - [c19]Zachary L. Langford, Jitendra Kumar
Deep Transfer Learning With Field-Based Measurements for Large Area Classification. ICDM Workshops 2019: 262-269 - [c18]Min Xu, Salil Mahajan
Evaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation. ICDM Workshops 2019: 303-310 - 2018
- [c17]Zachary L. Langford, Jitendra Kumar
Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. ICDM Workshops 2018: 770-778 - [c16]Richard Tran Mills, Vamsi Sripathi, Jitendra Kumar
Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures. ICDM Workshops 2018: 787-794 - 2017
- [c15]Sarat Sreepathi
Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers. CLUSTER 2017: 267-277 - [c14]Zachary L. Langford, Jitendra Kumar
Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion. ICDM Workshops 2017: 322-331 - 2016
- [j7]Zachary L. Langford, Jitendra Kumar
Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets. Remote. Sens. 8(9): 733 (2016) - 2015
- [c13]Jitendra Kumar
Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR. ICDM Workshops 2015: 1478-1485 - 2013
- [j6]Jiafu Mao
Global Latitudinal-Asymmetric Vegetation Growth Trends and Their Driving Mechanisms: 1982-2009. Remote. Sens. 5(3): 1484-1497 (2013) - [c12]Richard Tran Mills, Jitendra Kumar
Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis. ICCS 2013: 2396-2405 - 2011
- [j5]G. A. Alexandrov, Daniel P. Ames
Technical assessment and evaluation of environmental models and software: Letter to the Editor. Environ. Model. Softw. 26(3): 328-336 (2011) - [c11]Forrest M. Hoffman
Data Mining in Earth System Science (DMESS 2011). ICCS 2011: 1450-1455 - [c10]Robert Sisneros, Jian Huang, George Ostrouchov, Forrest M. Hoffman
Visualizing Life Zone Boundary Sensitivities Across Climate Models and Temporal Spans. ICCS 2011: 1582-1591 - [c9]Jitendra Kumar
Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets. ICCS 2011: 1602-1611 - [c8]Richard Tran Mills, Forrest M. Hoffman
Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats. ICCS 2011: 1612-1621 - 2010
- [c7]Forrest M. Hoffman
Geospatiotemporal data mining in an early warning system for forest threats in the United States. IGARSS 2010: 170-173
2000 – 2009
- 2009
- [c6]Yong Xue, Forrest M. Hoffman
GeoComputation 2009. ICCS (2) 2009: 345-348 - [c5]C. Ryan Johnson, Markus Glatter, Wesley Kendall, Jian Huang, Forrest M. Hoffman
Querying for Feature Extraction and Visualization in Climate Modeling. ICCS (2) 2009: 416-425 - [c4]David Erickson, Jamison Daniel, Melissa R. Allen, Auroop R. Ganguly, Forrest M. Hoffman, Steven Pawson
Data Mining Geophysical Content from Satellites and Global Climate Models. ICDM Workshops 2009: 214-216 - 2008
- [c3]Wesley Kendall, Markus Glatter, Jian Huang, Forrest M. Hoffman
Web enabled collaborative climate visualization in the Earth System Grid. CTS 2008: 212-220 - 2006
- [j4]William W. Hargrove
Mapcurves: a quantitative method for comparing categorical maps. J. Geogr. Syst. 8(2): 187-208 (2006) - 2005
- [j3]Forrest M. Hoffman
Vectorizing the Community Land Model. Int. J. High Perform. Comput. Appl. 19(3): 247-260 (2005)
1990 – 1999
- 1999
- [j2]Forrest M. Hoffman
Parallel computing with Linux. XRDS 6(1): 23-27 (1999) - [j1]William W. Hargrove
Using multivariate clustering to characterize ecoregion borders. Comput. Sci. Eng. 1(4): 18-25 (1999) - [c2]Forrest M. Hoffman, William W. Hargrove:
Multivariate Geographic Cluster Using a Beowulf-style Parallel Computer. PDPTA 1999: 1292-1298 - [c1]G. (Kumar) Mahinthakumar
Multivariate Geographic Clustering in A Metacomputing Environment Using Globus. SC 1999: 5
Coauthor Index
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